Triple

T7249089
Position Surface form Disambiguated ID Type / Status
Subject The Seven Little Foys E156549 entity
Predicate musicBy P1952 FINISHED
Object Ray Heindorf
Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
 E653605 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ray Heindorf | Statement: [The Seven Little Foys, musicBy, Ray Heindorf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray Heindorf
Context triple: [The Seven Little Foys, musicBy, Ray Heindorf]
  • A. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • B. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • C. Guy Hecker
    Guy Hecker was a 19th-century Major League Baseball pitcher and occasional first baseman known for his standout seasons in the American Association, including winning pitching Triple Crowns and excelling as a hitter.
  • D. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • E. Greg Beeman
    Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ray Heindorf
Triple: [The Seven Little Foys, musicBy, Ray Heindorf]
Generated description
Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray Heindorf
Target entity description: Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
  • A. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • B. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • C. Guy Hecker
    Guy Hecker was a 19th-century Major League Baseball pitcher and occasional first baseman known for his standout seasons in the American Association, including winning pitching Triple Crowns and excelling as a hitter.
  • D. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • E. Greg Beeman
    Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c68827b5e481908dc05e145b2c92d4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea77a3588190accf31860170f052 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db1278b08190bab9f01287040492 completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dcca7c388190927a3055c3ecef7e completed March 28, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69c7dd59faa4819087af4a73e0946b82 completed March 28, 2026, 1:53 p.m.
Created at: March 27, 2026, 2:56 p.m.